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用于分析 smFISH 数据中细胞内 mRNA 转录本共定位的简单易用的工具。

An easy to use tool for the analysis of subcellular mRNA transcript colocalisation in smFISH data.

机构信息

Wellcome Centre for Integrative Parasitology (WCIP), University of Glasgow, Glasgow, UK.

School of Biodiversity, One Health, Veterinary Medicine (SBOHVM), College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.

出版信息

Sci Rep. 2024 Apr 9;14(1):8348. doi: 10.1038/s41598-024-58641-3.

Abstract

Single molecule fluorescence in situ hybridisation (smFISH) has become a valuable tool to investigate the mRNA expression of single cells. However, it requires a considerable amount of programming expertise to use currently available open-source analytical software packages to extract and analyse quantitative data about transcript expression. Here, we present FISHtoFigure, a new software tool developed specifically for the analysis of mRNA abundance and co-expression in QuPath-quantified, multi-labelled smFISH data. FISHtoFigure facilitates the automated spatial analysis of transcripts of interest, allowing users to analyse populations of cells positive for specific combinations of mRNA targets without the need for computational image analysis expertise. As a proof of concept and to demonstrate the capabilities of this new research tool, we have validated FISHtoFigure in multiple biological systems. We used FISHtoFigure to identify an upregulation in the expression of Cd4 by T-cells in the spleens of mice infected with influenza A virus, before analysing more complex data showing crosstalk between microglia and regulatory B-cells in the brains of mice infected with Trypanosoma brucei brucei. These analyses demonstrate the ease of analysing cell expression profiles using FISHtoFigure and the value of this new tool in the field of smFISH data analysis.

摘要

单细胞荧光原位杂交(smFISH)已成为研究单个细胞 mRNA 表达的一种有价值的工具。然而,目前可用的开源分析软件包需要相当多的编程专业知识,才能提取和分析有关转录本表达的定量数据。在这里,我们介绍了 FISHtoFigure,这是一种专门为分析 QuPath 定量、多标记 smFISH 数据中的 mRNA 丰度和共表达而开发的新软件工具。FISHtoFigure 促进了对感兴趣的转录本的自动空间分析,使用户无需计算图像分析专业知识即可分析特定组合的 mRNA 靶标呈阳性的细胞群体。作为概念验证并展示该新研究工具的功能,我们已经在多个生物学系统中验证了 FISHtoFigure。我们使用 FISHtoFigure 来鉴定感染流感病毒的小鼠脾脏中的 T 细胞中 Cd4 的表达上调,然后分析更复杂的数据,这些数据显示了感染布氏锥虫的小鼠中小胶质细胞和调节性 B 细胞之间的串扰。这些分析证明了使用 FISHtoFigure 分析细胞表达谱的简便性,以及该新工具在 smFISH 数据分析领域的价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/256c/11004122/9e29f6b38f07/41598_2024_58641_Fig1_HTML.jpg

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